0.6B Listwise Reranker for SOTA Multilingual Retrieval
AI & ML interests
Search foundation: embeddings, rerankers, small LMs for better search
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Papers
jina-reranker-v3: Last but Not Late Interaction for Document Reranking
Efficient Code Embeddings from Code Generation Models
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Homepage | Blog | Download Logo | GitHub | Hugging Face | X/Twitter | LinkedIn | Discord | Email | AWS | Azure | GCP
| Embeddings | Rerankers | ReaderLMs |
|---|---|---|
| jina-code-embeddings-1.5b (2025-09-01) HF | ArXiv | API | Blog |
jina-reranker-v3 (2025-10-03) HF | ArXiv | API | Blog |
ReaderLM-v2 (2025-01-16) HF | ArXiv | API | Blog |
| jina-code-embeddings-0.5b (2025-09-01) HF | ArXiv | API | Blog |
jina-reranker-m0 (2025-04-08) HF | API | Blog |
reader-lm-1.5b (2024-08-11) HF | Blog |
| jina-embeddings-v4 (2025-06-24) HF | ArXiv | API | Blog |
jina-reranker-v2-base-multilingual (2024-06-25) HF | API | Blog |
reader-lm-0.5b (2024-08-11) HF | Blog |
| jina-clip-v2 (2024-11-05) HF | ArXiv | API | Blog |
jina-reranker-v1-turbo-en (2024-04-18) HF | API | Blog |
Reader API (2024-04-01) API |
| jina-embeddings-v3 (2024-09-18) HF | ArXiv | API | Blog |
jina-reranker-v1-tiny-en (2024-04-18) HF | API | Blog |
|
| jina-colbert-v2 (2024-08-31) HF | ArXiv | API | Blog |
jina-reranker-v1-base-en (2024-02-29) HF | API | Blog |
|
| jina-clip-v1 (2024-06-05) HF | ArXiv | API | Blog |
||
| jina-colbert-v1-en (2024-02-17) HF | API | Blog |
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| jina-embeddings-v2-base-es (2024-02-14) HF | ArXiv | API | Blog |
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| jina-embeddings-v2-base-code (2024-02-05) HF | API | Blog |
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| jina-embeddings-v2-base-de (2024-01-15) HF | ArXiv | API | Blog |
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| jina-embeddings-v2-base-zh (2024-01-09) HF | ArXiv | API | Blog |
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| jina-embeddings-v2-base-en (2023-10-28) HF | ArXiv | API | Blog |
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| jina-embedding-b-en-v1 (2023-06-17) HF | ArXiv | API |
high quality code embeddings trained from code generation models
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Efficient Code Embeddings from Code Generation Models
Paper • 2508.21290 • Published • 18 -
jinaai/jina-code-embeddings-1.5b
Feature Extraction • 2B • Updated • 4.19k • 24 -
jinaai/jina-code-embeddings-0.5b
Feature Extraction • 0.5B • Updated • 6.86k • 15 -
jinaai/jina-code-embeddings-1.5b-GGUF
2B • Updated • 1.33k • 12
0.6B Listwise Reranker for SOTA Multilingual Retrieval
high quality code embeddings trained from code generation models
-
Efficient Code Embeddings from Code Generation Models
Paper • 2508.21290 • Published • 18 -
jinaai/jina-code-embeddings-1.5b
Feature Extraction • 2B • Updated • 4.19k • 24 -
jinaai/jina-code-embeddings-0.5b
Feature Extraction • 0.5B • Updated • 6.86k • 15 -
jinaai/jina-code-embeddings-1.5b-GGUF
2B • Updated • 1.33k • 12
models
58
jinaai/jina-reranker-v3
Text Ranking
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17.6k
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42
jinaai/jina-reranker-v3-GGUF
Text Ranking
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0.6B
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1.05k
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5
jinaai/jina-reranker-v3-mlx
Text Ranking
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0.6B
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82
jinaai/jina-code-embeddings-0.5b
Feature Extraction
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0.5B
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Updated
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6.86k
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15
jinaai/jina-code-embeddings-1.5b
Feature Extraction
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2B
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4.19k
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24
jinaai/jina-embeddings-v4-text-matching-GGUF
3B
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4.13k
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5
jinaai/jina-embeddings-v4-text-code-GGUF
3B
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3.89k
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7
jinaai/jina-embeddings-v4-text-retrieval-GGUF
3B
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4.57k
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22
jinaai/jina-embeddings-v4-vllm-retrieval
Visual Document Retrieval
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4B
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31.9k
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30
jinaai/jina-reranker-v1-tiny-en
Text Ranking
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33M
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Updated
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14.9k
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21
datasets
168
jinaai/documentation-images
Viewer
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Updated
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1
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31.1k
jinaai/arxivqa
Viewer
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499
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222
jinaai/docqa_energy
Viewer
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993
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207
jinaai/tabfquad
Viewer
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191
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162
jinaai/docqa_gov_report
Viewer
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998
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185
jinaai/docvqa
Viewer
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499
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173
jinaai/infovqa
Viewer
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500
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182
jinaai/tatqa
Viewer
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394
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179
jinaai/shiftproject
Viewer
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998
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173
jinaai/docqa_artificial_intelligence
Viewer
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990
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222